--- a +++ b/Docs/body/leg_tlem2_model.md @@ -0,0 +1,204 @@ +(tlem2)= + +# Twente Lower Extremity Model v.2.2 + +The Twente lower extremity model version 2 (TLEM2) is a successor to the {doc}`TLEM 1 +model <leg_tlem_model>`. It contains **6 DOF** and **169 +muscles**. + +```{raw} html +<video width="45%" style="display:block; margin: 0 auto;" controls autoplay loop> + <source src="../_static/TLEM2_rotating_model.mp4" type="video/mp4"> +Your browser does not support the video tag. +</video> +``` + + +## Example Configuration + +Short example of how to configure the model with the TLEM model, Hill type +muscle model and only one leg: + +:::{seealso} +:class: margin +The {doc}`Leg configuration parameters <../bm_config/leg>` for a +full list of configuration parameters. +::: + +```AnyScriptDoc +#define BM_LEG_MODEL _LEG_MODEL_TLEM2_ +#define BM_LEG_RIGHT ON +#define BM_LEG_LEFT OFF +#define BM_LEG_MUSCLE _MUSCLES_3E_HILL_ +``` + + +## Background + +The model is based on published anatomical data produced from a cadaver study in +the [TLEMsafe EU project](https://tlemsafe.eu/). The first implementation of +the musculoskeletal model was created by Vincenzo Carbone and René Fluit from +the University of Twente [^cite_cfpk15]. + +The key feature of TLEM 2 compared to older TLEM 1 model is a consistent +dataset, where both muscle attachment and bone surface scans are from the same +subject. This makes TLEM2 the more anatomically consistent model. Bone contact +at joints such as the knee thus consists of naturally congruent surfaces, making +it easier to implement Force Dependent Kinematics on joint movements ({doc}`see +tutorial <tutorials:ForceDependentKinematics/index>`) + +The model was refined during the [Life Long Joints +project](https://web.archive.org/web/20230108081423/https://lifelongjoints.eu/) where its anatomical fidelity and joint +force prediction accuracy were improved by De Pieri et al. [^cite_dlgr17], +mainly, by implementing better a wrapping surfaces for the muscles ([TLEM +v2.1](#TLEM2-v2.1)). + + +::::{figure} _static/Wrapping_TLEM2.png +:width: 80% + +New wrapping surfaces for (clockwise) Gluteus Maximus, Ilio-Psoas, Gluteus +Medius & Minimus, Hamstrings & Gastrocnemius. All figures are +from the publication by De Pieri et al. [^cite_dlgr17] + +:::: + + +Subsequently, the model has been updated again (currently [TLEM +v2.2](#TLEM2-v2.2)) with muscle wrapping for the Achilles tendon, as well as +updates to the implementation of the ankle complex in preparation for new multi +segment foot models. + + + + + + + +## Resources + +More details on the TLEM2 model can be found online: + +- Webcast: [TLEMsafe: Personalization of musculoskeletal models and prediction of functional outcome](https://www.anybodytech.com/download/tlemsafe-personalization-of-musculoskeletal-models-and-prediction-of-functional-outcome/) +- Webcast: [TLEMsafe: An integrated system to improve predictability of functional recovery of patients requiring musculoskeletal surgery](https://www.anybodytech.com/download/tlemsafe-an-integrated-system-to-improve-predictability-of-functional-recovery-of-patients-requiring-musculoskeletal-surgery/) + + + + + +## History and changes: + +(TLEM2-v2.2)= + +TLEM v2.2 (Released in AMMR 3.0.0) +: Wrapping surfaces have been added to the Achilles tendon around the ankle in + the TLEM 2 leg model (now designated TLEM 2.2). This ensures an even ratio of moment arms between + the soleus and gastrocnemius muscles. Hence, gastrocnemius is recruited less, + especially during downhill walking and stair descent, solving the tendency of the model + to overpredict the knee contact forces at toe off. + This is the first of a number of improvements to the leg model by Dr. Enrico De Pieri, + who is working on a publication on improvements and validation of the TLEM 2 leg model. +: The ankle complex has been redefined to compensate for the non-neutral position in which the + cadaver was scanned. The method described in Stolle et al.[^cite_slnbrmv22] was adapted to + identify coordinate systems at the tibia, talus, and calcaneus using their respective + bone surfaces. The coordinate systems were then used to reposition the bone surfaces using + the average values provided in Stolle et al.[^cite_slnbrmv22] for talus-calcaneus and + calcaneus-tibia. These values are based on weight-bearing scans in neutral, bilateral + standing position of 95 healthy adult subjects. This improves the alignment of the tibia, + talus, and calcaneus bones. + + With the redefined alignment of the ankle complex, the ankle joint axis was updated using + the method described in Montefiori et al.[^cite_mmmmmprhdww19] The joint axis was defined + as the axis of a cylinder fitted to the talar trochlea. The ankle joint centre was defined + at the midpoint of the medial and lateral malleoli projected on the ankle axis. + + The knee joint was also updated to compensate for the non-neutral scan of the cadaver. The + updated joint ensures that the patella tendon is straight in the neutral position. + The net effect is rotation of the tibia about its long axis with the feet still pointing in + the same direction in the neutral position. +: The foot and talus models have several updates in preparation for the + release of advanced multi-segment foot models in the future: + - The talus coordinate system is updated to be coincident with the foot + coordinate system in the neutral position. This facilitates scaling + of subject-specific foot models that would normally include the foot + and talus in the same coordinate system. For backwards compatibility, + a new reference node, `TalusCompatibilityFrameAMMR24`, is created in the + talus segment. This reference node has the same position and orientation + as the previous coordinate system of talus. + - The update of the talus coordinate system allows reusing some of the + parameters from the foot model and simplifies the code. The talus now uses the + subtalar joint parameters from the foot model. The ankle joint parameters + have been updated to be expressed in the new coordinate system. However, + both joints are consistent with the previous implementation. + - The anatomical frames of the foot and the talus are now defined using bony + landmarks on the foot and the lateral and medial malleoli. The vertical axis + is defined as the perpendicular to three coplanar points that can be considered + parallel to the ground. In the new implementation, these are the lowermost points + on heel, fifth metatarsal, and medial sesamoid on first metatarsal. This will update + the neutral position of the foot and talus. Moreover, this will also affect the + ankle plantarflexion and subtalar joint angles. + :::{warning} + Ankle and Subtalar joint angle measures are updated. Please + run `MarkerTracking` again for mocap models if using TLEM 2.2. + ::: + - The malleoli coordinates in the foot coordinate system have been fixed to + match the malleoli on the shank in the neutral position. + - The model tree has been updated. The talus segment is moved inside the + foot segment. For backwards compatibility, a pointer to the talus segment + still exists outside the foot segment. + +The following video compares TLEM v2.2 with TLEM v2.1 (in gray). The knee and +and ankle joint axes in blue belong to TLEM v2.2 while the ankle joint axes in +gray belongs to TLEM v2.1 +```{raw} html +<video width="45%" style="display:block; margin: 0 auto;" controls autoplay loop> + <source src="../_static/TLEM22_TLEM21_rotating_model.mp4" type="video/mp4"> +Your browser does not support the video tag. +</video> +``` +::::{figure} _static/TLEM22_TLEM21_closeup.jpg +:width: 80% + +Comparison of TLEM v2.2 with TLEM v2.1 (in gray). Please note the patella tendon in +gray inserts in TLEM v2.1 shank. It depicts the rotational offset of the tibia along +its axis. + +:::: +(TLEM2-v2.1)= + +TLEM v2.1 (Released in AMMR 2.0.0) +: Wrapping surfaces for several muscles were updated. These changes were engineered to + result in realistic muscle coordination and hip contact forces as documented + in the publication by De Pieri et al. [^cite_dlgr17] + +## Citing and references + +If you need to cite the model use the following references [^cite_dlgr17], [^cite_cfpk15]. Other useful papers using or related to the TLEM2 model are: [^cite_ca16] and [^cite_ckkv16]. + + +[^cite_dlgr17]: De Pieri,E., Lund,ME., Gopalakrishnan, A, Rasmussen, KP., Lunn, DE., Ferguson, SJ. + “Refining muscle geometry and wrapping in the TLEM 2 model for improved hip contact force prediction” + PloS One 13 (2018) ( [link](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0204109) ) + +[^cite_cfpk15]: Carbone,V., Fluit,R., Pellikaan,P., van der Krogt,MM., Jansen,D., Damsgaard,M., + Vigneron,L.,Feilkas,T., Koopman,HF., Verdonschot,N., + "Tlem 2.0–A comprehensive musculoskeletal geometry dataset for subject-specific + modeling of lower extremity", J. Biomech.,48(5) (2015) 734-741. + + +[^cite_ca16]: Carbone,V., "Subject-specific lower extremity modeling: personalization of + musculoskeletal models using medical imaging and functional measurements", + PhD thesis, University of Twente, Netherlands (2016). + +[^cite_ckkv16]: Carbone,V., van der Krogt,MM., Koopman,HF., Verdonschot,N., "Sensitivity of subject-specific + models to Hill muscle-tendon model parameters in simulations of gait", + J. Biomech.,49 (2016) 1953-1960. + +[^cite_slnbrmv22]: Stolle,J., Lintz,F., de Cesar Netto,C., Bernasconi,A., Rincon,MR., Mathew,R., Vispute,D., Siegler,S. + "Three-dimensional ankle, subtalar, and hindfoot alignment of the normal, weightbearing hindfoot, in bilateral + posture", J. Orthop. Res., 40(10) (2022) 2430-2439 ([link](https://doi.org/10.1002/jor.25267)). + +[^cite_mmmmmprhdww19]: Montefiori,E., Modenese,L., Di Marco,R., Magni-Manzoni,S., Malattia,C., Petrarca,M., + Ronchetti,A., de Horatio,LT., van Dijkhuizen,P., Wang,A., Wesarg,S., "An image-based kinematic model of + the tibiotalar and subtalar joints and its application to gait analysis in children with Juvenile + Idiopathic Arthritis", J. Biomech., 85 (2019), 27-36. ([link](https://doi.org/10.1016/j.jbiomech.2018.12.041)). \ No newline at end of file